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recommend

Recommend the top vendors for a specific category + use case, with the reasoning (which dimensions drove the pick). Best when an agent needs a single answer to 'what should I use for X?'.

Input Schema

NameRequiredDescriptionDefault
limitNo
categoryYes
use_caseYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It usefully says the output includes top vendors plus the reasoning dimensions behind the pick, but it does not state read-only behavior, data freshness, determinism, or rate limits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences are front-loaded with purpose, then usage. Every clause adds either return context or a decision cue, with no redundant wording.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple recommendation tool with no output schema, the description covers the core answer and reasoning. It still omits limit semantics and sibling-tool routing, leaving gaps given 3 parameters and 0% schema description coverage.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description should compensate. It gives some meaning to 'category' and 'use_case' through 'specific category + use case,' but does not define acceptable formats or values, and the 'limit' parameter is not addressed at all.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb, 'Recommend,' and names the resource, 'top vendors,' scoped by category and use case. The phrase 'single answer' implies a contrast with comparison or ranking siblings, but it does not explicitly name them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives a clear usage cue: 'Best when an agent needs a single answer to what should I use for X?' However, it does not name when to prefer compare_vendors, get_category_ranking, or search_vendors instead.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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